TuningFolks is an agentic consulting firm. Our C-suite, content, and ops functions are run by AI agents — reviewed and guided by a lean human team. Every engagement we deliver is built on the same architecture you see operating this site.
Aparna Mishra leads architecture and final sign-off on every build. Abhay Ranjan provides board-level oversight. Nine AI agents handle strategy, marketing, product, finance, content, social, PM, and ops — every week, fully autonomously.
9
AI agents in operation
2
Human reviewers
$17.80
Monthly infra cost
52 wks
Always on, year-round
9 In Operation
Live
🤵
agent_morgan
CEO
Weekly
📣
agent_leila
CMO
positioning, channel & pipeline
Weekly
📦
agent_priya
CPO
product audit, JTBD & roadmap
Weekly
💰
agent_sarah
CFO
unit economics, burn & milestones
Weekly
🔧
agent_james
CTO
architecture, security & tech debt
Weekly
✍️
agent_raymond
Content
news · learning · videos · blogs
Every 6h
📱
agent_kelly
Social media
posts, threads & distribution
Weekly
📋
agent_maya
PM
sprint planning & content calendar
Weekly
⚙️
agent_sam
Ops
infra monitoring, health checks & alerts
Scheduled
Scrum Team · Human + Claude Pro
💻
Site modernization & tech debt
Claude Pro + Code
🔨
Business features & bug fixes
Claude Pro + Code
Aparna Mishra
Lead Architect
Dev sign-off & review
Abhay Ranjan
Board of Directors
Report review
How We Work
Three ways to engage
Start with an Audit. Deploy with Build. Scale with Operate. Each stage feeds the next.
🔍
Start here
Agentic Opportunity Audit
₹3,00,000 fixed
2–3 weeks · no commitment beyond
- →Map 1–2 workflows for agentic automation
- →Working micro-agent on one narrow task
- →ROI model with model-cost guardrails
- →Reference architecture + risk register
- →Executive one-pager + Loom walkthrough
MOST COMMON PATH
🏗️
Production-grade
Production Agentic Workflow
₹24,00,000 fixed
6–10 weeks · ₹18L–₹35L range
- →One critical workflow automated end-to-end
- →Human-in-the-loop UI + monitoring dashboard
- →SLOs: latency, throughput, accuracy KPIs
- →Security review + rollback plan
- →60-day warranty · optional Operate rollover
⚙️
Ongoing ops
Managed Agentic Ops
₹55,00,000 /year base
12-month term · + usage · 9×5 or 24×7
- →SLA-backed operations on Build output
- →Dedicated agent monitoring + alerting
- →Full runbooks + incident response
- →Model cost governance + retraining cadence
- →Quarterly optimisation sprints
- →Monthly performance + savings report
What We Build
End-to-end agentic solutions
From design to deployment. We've shipped every capability on this list — and this site proves it.
🤖
Agentic Workflow Design
Map and redesign your highest-leverage workflows for autonomous execution.
🔄
Multi-Agent Orchestration
Coordinate specialist agents with routing, retry, and human-in-the-loop.
⚖️
Model Selection & Routing
Match the right model to each task. Optimise for cost, speed, and accuracy.
📈
Ops Monitoring & Alerting
SLOs, dashboards, and auto-remediation so issues fix themselves.
✍️
Content Automation
News, reports, blogs, social — this site is a live demo of what we ship.
💬
Customer Support Agents
Deflect 60–80% of tickets. Escalate only what needs a human.
🔗
System Integration
CRM, ERP, Slack, email — agents that plug into your existing stack.
🔒
Security & Compliance
PII redaction, audit logs, model guardrails baked in from day one.
Proof Layer
This site runs on the same stack we'd build for you.
Every section of tuningfolks.com is operated by AI agents. We publish the architecture, costs, and incident log — because a claim without evidence is just copy.
AI Agents · 9 in operation
🤵
agent_morgan
CEO — weekly strategy & board report
Weekly
📣
agent_leila
CMO — positioning, channel & pipeline
Weekly
📦
agent_priya
CPO — product audit, JTBD & roadmap
Weekly
🔧
agent_james
CTO — architecture, security & tech debt
Weekly
💰
agent_sarah
CFO — unit economics, burn & milestones
Weekly
✍️
agent_raymond
Content — news · learning · videos · blogs
Every 6h
📱
agent_kelly
Social media — posts, threads & distribution
Weekly
📋
agent_maya
PM — sprint planning & content calendar
Weekly
⚙️
agent_sam
Ops — infra monitoring, health checks & alerts
Scheduled
Scrum Team · Human + Claude Pro
💻
agent_jason
Site modernization & tech debt
🔨
agent_sameet
Business features & bug fixes
🏗️Sign-off
Aparna Mishra
Architect · sign-off & final review
🎯Board
Abhay Ranjan
Board of Directors · weekly report review
AI News · Live Feed
What's happening in AI today
Model2h ago
OpenAI names GPT-5 as default model for ChatGPT — what changed for enterprise
GPT-5 is now the default for all tiers. Enterprise teams report 40% fewer hallucinations on structured extraction tasks.
OpenAI
Tool4h ago
Cursor 1.0 ships full codebase awareness + MCP support
After 18 months in beta, Cursor hits 1.0 with whole-repo indexing, natural language refactors, and MCP tool integration.
Cursor
Research6h ago
Gartner names OpenAI a Leader in enterprise coding agents — procurement implications
First Gartner MQ for coding agents. OpenAI, GitHub Copilot, and Cursor all placed in the Leaders quadrant with distinct profiles.
Gartner
GitHub Demos · Proof Layer
Working code, shipped weekly
Week 1⭐ 47
Prompt versioning system with A/B test scoring
Clone and run in <10 min. Version your prompts, track scores, run A/B experiments with a simple CLI.
Python + Anthropic SDK
Week 2⭐ 83
Multi-agent news classification pipeline
The same stack that classifies news on this site. Full source, with ingestion, dedup, and LLM labelling.
CrewAI + Anthropic SDK
Week 3⭐ 129
Agentic board reporting — CEO/CMO/CPO/CTO/CFO in code
Weekly board reports generated by 5 C-suite agents. This is the exact crew that runs TuningFolks management.
CrewAI + GPT-4 + Claude
Products · Internal Build
We built SurveyAI on this stack. Here's exactly what it took.
Ready to talk?
A discovery call is 30 minutes. We'll tell you honestly whether an Audit makes sense for your workflow — and what it would cost.
Or reach us at hello@tuningfolks.com